01 Aug 13, 2026 · 9 min read
Synthetic Test Data with LLMs: How to Generate Realistic Data Without Leaking Production
A data contract, a deterministic validator, targeted edge cases, and the three traps of synthesis - how to generate test data with an LLM without copying production and without GDPR risk.